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Anxiety disorders are the most common group of mental illnesses in the United States and affect over 15% of the population. Prior work utilizing electroencephalogram (EEG) to investigate event-related potentials (ERPs) from the scalp has shown success in isolating certain neural correlates related to increased risk for developing anxiety disorders....